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Privacy-Preserving Machine Learning for Speech Processing by Manas A. Pathak (Hardback, 2012)
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By Manas A. Pathak. Manas A. Pathak presents solutions for privacy-preserving speech processing applications such as speaker verification, speaker identification, and speech recognition. Author Manas A. Pathak.
- Buy It NowPrivacy-Preserving Machine Learning for Speech Processing by Manas A. Pathak (En
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About this product
Product Information
This thesis discusses the privacy issues in speech-based applications such as biometric authentication, surveillance, and external speech processing services. Author Manas A. Pathak presents solutions for privacy-preserving speech processing applications such as speaker verification, speaker identification and speech recognition. The author also introduces some of the tools from cryptography and machine learning and current techniques for improving the efficiency and scalability of the presented solutions. Experiments with prototype implementations of the solutions for execution time and accuracy on standardized speech datasets are also included in the text. Using the framework proposed may w make it possible for a surveillance agency to listen for a kwn terrorist without being able to hear conversation from n-targeted, incent civilians.Product Identifiers
PublisherSpringer-Verlag New York Inc.
ISBN-101461446384
ISBN-139781461446385
eBay Product ID (ePID)138900653
Product Key Features
Number of PagesXviii, 142 Pages
Publication NamePrivacy-Preserving Machine Learning for Speech Processing
LanguageEnglish
Publication Year2012
SubjectOther Specific Technologies
TypeTextbook
AuthorManas A. Pathak
Subject AreaComputers, Technology & Engineering
SeriesSpringer Theses Ser.
FormatHardback
Dimensions
Item Weight129.5 Oz
Item Length9.3 in
Item Width6.1 in
Height235mm
Width155mm
Weight409g
Additional Product Features
Date of Publication25/10/2012
Intended AudienceScholarly & Professional
Place of PublicationNew York, NY
Spine15mm
Series TitleSpringer Theses
GenreOther Specific Technologies
Country of PublicationUnited States
Author BiographyDr. Manas A. Pathak received the BTech degree in computer science from Visvesvaraya National Institute of Technology, Nagpur, India, in 2006, and the MS and PhD degrees from the Language Technologies Institute at Carnegie Mellon University (CMU) in 2009 and 2012 respectively. He is currently working as a research scientist at Adchemy, Inc. His research interests include intersection of data privacy, machine learning, speech processing.
Series Part/Volume Number7
Content Note7 Black & White Tables, Biography
